Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 50 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.3 KiB |
| Average record size in memory | 170.6 B |
Variable types
| Numeric | 19 |
|---|---|
| DateTime | 1 |
| Categorical | 1 |
df_index is highly correlated with CaloriesBurned_R7DM and 5 other fields | High correlation |
CaloriesBurned is highly correlated with Steps and 6 other fields | High correlation |
Steps is highly correlated with CaloriesBurned and 4 other fields | High correlation |
Distance is highly correlated with CaloriesBurned and 4 other fields | High correlation |
Floors is highly correlated with CaloriesBurned and 3 other fields | High correlation |
SedentaryMinutes is highly correlated with CaloriesBurned and 2 other fields | High correlation |
LightlyActiveMinutes is highly correlated with CaloriesBurned and 2 other fields | High correlation |
FairlyActiveMinutes is highly correlated with VeryActiveMinutes | High correlation |
VeryActiveMinutes is highly correlated with CaloriesBurned and 4 other fields | High correlation |
ActivityCalories is highly correlated with CaloriesBurned and 6 other fields | High correlation |
CaloriesBurned_R7DM is highly correlated with df_index and 5 other fields | High correlation |
Steps_R7DM is highly correlated with df_index and 5 other fields | High correlation |
Distance_R7DM is highly correlated with df_index and 5 other fields | High correlation |
Floors_R7DM is highly correlated with VeryActiveMinutes_R7DM | High correlation |
SedentaryMinutes_R7DM is highly correlated with LightlyActiveMinutes_R7DM | High correlation |
LightlyActiveMinutes_R7DM is highly correlated with SedentaryMinutes_R7DM | High correlation |
FairlyActiveMinutes_R7DM is highly correlated with df_index and 5 other fields | High correlation |
VeryActiveMinutes_R7DM is highly correlated with df_index and 6 other fields | High correlation |
ActivityCalories_R7DM is highly correlated with df_index and 5 other fields | High correlation |
df_index is highly correlated with CaloriesBurned_R7DM and 5 other fields | High correlation |
CaloriesBurned is highly correlated with Steps and 5 other fields | High correlation |
Steps is highly correlated with CaloriesBurned and 4 other fields | High correlation |
Distance is highly correlated with CaloriesBurned and 4 other fields | High correlation |
Floors is highly correlated with Steps and 1 other fields | High correlation |
SedentaryMinutes is highly correlated with LightlyActiveMinutes | High correlation |
LightlyActiveMinutes is highly correlated with CaloriesBurned and 2 other fields | High correlation |
FairlyActiveMinutes is highly correlated with CaloriesBurned and 2 other fields | High correlation |
VeryActiveMinutes is highly correlated with CaloriesBurned and 4 other fields | High correlation |
ActivityCalories is highly correlated with CaloriesBurned and 5 other fields | High correlation |
CaloriesBurned_R7DM is highly correlated with df_index and 5 other fields | High correlation |
Steps_R7DM is highly correlated with df_index and 5 other fields | High correlation |
Distance_R7DM is highly correlated with df_index and 5 other fields | High correlation |
Floors_R7DM is highly correlated with VeryActiveMinutes_R7DM | High correlation |
SedentaryMinutes_R7DM is highly correlated with LightlyActiveMinutes_R7DM | High correlation |
LightlyActiveMinutes_R7DM is highly correlated with SedentaryMinutes_R7DM and 1 other fields | High correlation |
FairlyActiveMinutes_R7DM is highly correlated with df_index and 5 other fields | High correlation |
VeryActiveMinutes_R7DM is highly correlated with df_index and 7 other fields | High correlation |
ActivityCalories_R7DM is highly correlated with df_index and 5 other fields | High correlation |
df_index is highly correlated with VeryActiveMinutes_R7DM | High correlation |
CaloriesBurned is highly correlated with Steps and 3 other fields | High correlation |
Steps is highly correlated with CaloriesBurned and 3 other fields | High correlation |
Distance is highly correlated with CaloriesBurned and 3 other fields | High correlation |
VeryActiveMinutes is highly correlated with CaloriesBurned and 3 other fields | High correlation |
ActivityCalories is highly correlated with CaloriesBurned and 3 other fields | High correlation |
CaloriesBurned_R7DM is highly correlated with Steps_R7DM and 4 other fields | High correlation |
Steps_R7DM is highly correlated with CaloriesBurned_R7DM and 3 other fields | High correlation |
Distance_R7DM is highly correlated with CaloriesBurned_R7DM and 3 other fields | High correlation |
SedentaryMinutes_R7DM is highly correlated with LightlyActiveMinutes_R7DM | High correlation |
LightlyActiveMinutes_R7DM is highly correlated with SedentaryMinutes_R7DM | High correlation |
FairlyActiveMinutes_R7DM is highly correlated with CaloriesBurned_R7DM and 1 other fields | High correlation |
VeryActiveMinutes_R7DM is highly correlated with df_index and 5 other fields | High correlation |
ActivityCalories_R7DM is highly correlated with CaloriesBurned_R7DM and 3 other fields | High correlation |
df_index is highly correlated with Date and 8 other fields | High correlation |
Date is highly correlated with df_index and 19 other fields | High correlation |
CaloriesBurned is highly correlated with Date and 7 other fields | High correlation |
Steps is highly correlated with Date and 10 other fields | High correlation |
Distance is highly correlated with Date and 8 other fields | High correlation |
Floors is highly correlated with Date and 4 other fields | High correlation |
SedentaryMinutes is highly correlated with Date and 7 other fields | High correlation |
LightlyActiveMinutes is highly correlated with Date and 3 other fields | High correlation |
FairlyActiveMinutes is highly correlated with Date and 3 other fields | High correlation |
VeryActiveMinutes is highly correlated with Date and 4 other fields | High correlation |
ActivityCalories is highly correlated with Date and 5 other fields | High correlation |
Day is highly correlated with Date | High correlation |
CaloriesBurned_R7DM is highly correlated with df_index and 12 other fields | High correlation |
Steps_R7DM is highly correlated with Date and 7 other fields | High correlation |
Distance_R7DM is highly correlated with df_index and 10 other fields | High correlation |
Floors_R7DM is highly correlated with df_index and 6 other fields | High correlation |
SedentaryMinutes_R7DM is highly correlated with df_index and 5 other fields | High correlation |
LightlyActiveMinutes_R7DM is highly correlated with df_index and 6 other fields | High correlation |
FairlyActiveMinutes_R7DM is highly correlated with df_index and 8 other fields | High correlation |
VeryActiveMinutes_R7DM is highly correlated with df_index and 9 other fields | High correlation |
ActivityCalories_R7DM is highly correlated with df_index and 10 other fields | High correlation |
Day is uniformly distributed | Uniform |
df_index has unique values | Unique |
Date has unique values | Unique |
Steps has unique values | Unique |
SedentaryMinutes has unique values | Unique |
ActivityCalories has unique values | Unique |
CaloriesBurned_R7DM has unique values | Unique |
Steps_R7DM has unique values | Unique |
Distance_R7DM has unique values | Unique |
SedentaryMinutes_R7DM has unique values | Unique |
ActivityCalories_R7DM has unique values | Unique |
df_index has 1 (2.0%) zeros | Zeros |
VeryActiveMinutes has 1 (2.0%) zeros | Zeros |
Reproduction
| Analysis started | 2022-12-02 17:02:31.206279 |
|---|---|
| Analysis finished | 2022-12-02 17:03:32.429729 |
| Duration | 1 minute and 1.22 second |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
df_index
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUEZEROS| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.9 |
| Minimum | 0 |
|---|---|
| Maximum | 55 |
| Zeros | 1 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.45 |
| Q1 | 18.25 |
| median | 30.5 |
| Q3 | 42.75 |
| 95-th percentile | 52.55 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range (IQR) | 24.5 |
Descriptive statistics
| Standard deviation | 15.59990842 |
|---|---|
| Coefficient of variation (CV) | 0.5217360677 |
| Kurtosis | -0.9255101363 |
| Mean | 29.9 |
| Median Absolute Deviation (MAD) | 12.5 |
| Skewness | -0.2099761711 |
| Sum | 1495 |
| Variance | 243.3571429 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | 2.0% |
| 43 | 1 | 2.0% |
| 33 | 1 | 2.0% |
| 34 | 1 | 2.0% |
| 35 | 1 | 2.0% |
| 36 | 1 | 2.0% |
| 37 | 1 | 2.0% |
| 38 | 1 | 2.0% |
| 39 | 1 | 2.0% |
| 40 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 15 | 1 |
| Value | Count | Frequency (%) |
| 55 | 1 | |
| 54 | 1 | |
| 53 | 1 | |
| 52 | 1 | |
| 51 | 1 | |
| 50 | 1 | |
| 49 | 1 | |
| 48 | 1 | |
| 47 | 1 | |
| 46 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 528.0 B |
| Minimum | 2022-10-01 00:00:00 |
|---|---|
| Maximum | 2022-11-25 00:00:00 |
CaloriesBurned
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 49 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3220.22 |
| Minimum | 2403 |
|---|---|
| Maximum | 4174 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 2403 |
|---|---|
| 5-th percentile | 2635.5 |
| Q1 | 2893 |
| median | 3160 |
| Q3 | 3460 |
| 95-th percentile | 3939.15 |
| Maximum | 4174 |
| Range | 1771 |
| Interquartile range (IQR) | 567 |
Descriptive statistics
| Standard deviation | 395.4249737 |
|---|---|
| Coefficient of variation (CV) | 0.1227943972 |
| Kurtosis | -0.3291045775 |
| Mean | 3220.22 |
| Median Absolute Deviation (MAD) | 274 |
| Skewness | 0.2959691934 |
| Sum | 161011 |
| Variance | 156360.9098 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3354 | 2 | 4.0% |
| 3068 | 1 | 2.0% |
| 2887 | 1 | 2.0% |
| 3077 | 1 | 2.0% |
| 4008 | 1 | 2.0% |
| 3546 | 1 | 2.0% |
| 3648 | 1 | 2.0% |
| 3596 | 1 | 2.0% |
| 3470 | 1 | 2.0% |
| 2956 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 2403 | 1 | |
| 2628 | 1 | |
| 2631 | 1 | |
| 2641 | 1 | |
| 2745 | 1 | |
| 2769 | 1 | |
| 2813 | 1 | |
| 2815 | 1 | |
| 2831 | 1 | |
| 2860 | 1 |
| Value | Count | Frequency (%) |
| 4174 | 1 | |
| 4008 | 1 | |
| 3990 | 1 | |
| 3877 | 1 | |
| 3745 | 1 | |
| 3648 | 1 | |
| 3623 | 1 | |
| 3615 | 1 | |
| 3600 | 1 | |
| 3596 | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13740.86 |
| Minimum | 6239 |
|---|---|
| Maximum | 24424 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 6239 |
|---|---|
| 5-th percentile | 7872 |
| Q1 | 10003.25 |
| median | 13578.5 |
| Q3 | 16552.75 |
| 95-th percentile | 21660 |
| Maximum | 24424 |
| Range | 18185 |
| Interquartile range (IQR) | 6549.5 |
Descriptive statistics
| Standard deviation | 4372.176052 |
|---|---|
| Coefficient of variation (CV) | 0.3181879483 |
| Kurtosis | -0.3408306054 |
| Mean | 13740.86 |
| Median Absolute Deviation (MAD) | 3239.5 |
| Skewness | 0.4621262158 |
| Sum | 687043 |
| Variance | 19115923.43 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9944 | 1 | 2.0% |
| 12406 | 1 | 2.0% |
| 12696 | 1 | 2.0% |
| 15519 | 1 | 2.0% |
| 17089 | 1 | 2.0% |
| 13627 | 1 | 2.0% |
| 15733 | 1 | 2.0% |
| 17507 | 1 | 2.0% |
| 16660 | 1 | 2.0% |
| 10563 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 6239 | 1 | |
| 7193 | 1 | |
| 7800 | 1 | |
| 7960 | 1 | |
| 8421 | 1 | |
| 8533 | 1 | |
| 8670 | 1 | |
| 8930 | 1 | |
| 9612 | 1 | |
| 9808 | 1 |
| Value | Count | Frequency (%) |
| 24424 | 1 | |
| 23288 | 1 | |
| 22524 | 1 | |
| 20604 | 1 | |
| 19561 | 1 | |
| 19039 | 1 | |
| 19017 | 1 | |
| 17881 | 1 | |
| 17735 | 1 | |
| 17507 | 1 |
| Distinct | 49 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.1448 |
| Minimum | 4.73 |
|---|---|
| Maximum | 17.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 4.73 |
|---|---|
| 5-th percentile | 5.8115 |
| Q1 | 7.4125 |
| median | 10.18 |
| Q3 | 12.3025 |
| 95-th percentile | 16.0675 |
| Maximum | 17.92 |
| Range | 13.19 |
| Interquartile range (IQR) | 4.89 |
Descriptive statistics
| Standard deviation | 3.228241601 |
|---|---|
| Coefficient of variation (CV) | 0.3182163869 |
| Kurtosis | -0.4260651855 |
| Mean | 10.1448 |
| Median Absolute Deviation (MAD) | 2.44 |
| Skewness | 0.4342777611 |
| Sum | 507.24 |
| Variance | 10.42154384 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.63 | 2 | 4.0% |
| 7.25 | 1 | 2.0% |
| 9.66 | 1 | 2.0% |
| 12.59 | 1 | 2.0% |
| 10.35 | 1 | 2.0% |
| 11.65 | 1 | 2.0% |
| 12.99 | 1 | 2.0% |
| 12.33 | 1 | 2.0% |
| 7.71 | 1 | 2.0% |
| 6.26 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 4.73 | 1 | |
| 5.25 | 1 | |
| 5.69 | 1 | |
| 5.96 | 1 | |
| 6.19 | 1 | |
| 6.26 | 1 | |
| 6.39 | 1 | |
| 6.56 | 1 | |
| 7.02 | 1 | |
| 7.17 | 1 |
| Value | Count | Frequency (%) |
| 17.92 | 1 | |
| 16.97 | 1 | |
| 16.63 | 1 | |
| 15.38 | 1 | |
| 14.42 | 1 | |
| 14.28 | 1 | |
| 13.98 | 1 | |
| 13.05 | 1 | |
| 12.99 | 1 | |
| 12.93 | 1 |
| Distinct | 26 |
|---|---|
| Distinct (%) | 52.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.84 |
| Minimum | 4 |
|---|---|
| Maximum | 47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 8.45 |
| Q1 | 15.25 |
| median | 18.5 |
| Q3 | 22.75 |
| 95-th percentile | 36.85 |
| Maximum | 47 |
| Range | 43 |
| Interquartile range (IQR) | 7.5 |
Descriptive statistics
| Standard deviation | 8.706928979 |
|---|---|
| Coefficient of variation (CV) | 0.4388573074 |
| Kurtosis | 1.61444924 |
| Mean | 19.84 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.002680167 |
| Sum | 992 |
| Variance | 75.81061224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 7 | 14.0% |
| 21 | 6 | 12.0% |
| 16 | 3 | 6.0% |
| 10 | 3 | 6.0% |
| 12 | 3 | 6.0% |
| 19 | 2 | 4.0% |
| 18 | 2 | 4.0% |
| 28 | 2 | 4.0% |
| 14 | 2 | 4.0% |
| 25 | 2 | 4.0% |
| Other values (16) | 18 |
| Value | Count | Frequency (%) |
| 4 | 1 | 2.0% |
| 6 | 1 | 2.0% |
| 8 | 1 | 2.0% |
| 9 | 1 | 2.0% |
| 10 | 3 | |
| 12 | 3 | |
| 14 | 2 | 4.0% |
| 15 | 1 | 2.0% |
| 16 | 3 | |
| 17 | 7 |
| Value | Count | Frequency (%) |
| 47 | 1 | |
| 42 | 1 | |
| 40 | 1 | |
| 33 | 1 | |
| 31 | 1 | |
| 30 | 1 | |
| 28 | 2 | |
| 27 | 1 | |
| 26 | 1 | |
| 25 | 2 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 700.3 |
| Minimum | 389 |
|---|---|
| Maximum | 1260 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 389 |
|---|---|
| 5-th percentile | 438.15 |
| Q1 | 569.5 |
| median | 655 |
| Q3 | 785.25 |
| 95-th percentile | 1109.7 |
| Maximum | 1260 |
| Range | 871 |
| Interquartile range (IQR) | 215.75 |
Descriptive statistics
| Standard deviation | 201.4192754 |
|---|---|
| Coefficient of variation (CV) | 0.2876185569 |
| Kurtosis | 0.9550079998 |
| Mean | 700.3 |
| Median Absolute Deviation (MAD) | 96 |
| Skewness | 1.110680279 |
| Sum | 35015 |
| Variance | 40569.72449 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 464 | 1 | 2.0% |
| 560 | 1 | 2.0% |
| 664 | 1 | 2.0% |
| 567 | 1 | 2.0% |
| 493 | 1 | 2.0% |
| 583 | 1 | 2.0% |
| 1102 | 1 | 2.0% |
| 1065 | 1 | 2.0% |
| 670 | 1 | 2.0% |
| 732 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 389 | 1 | |
| 404 | 1 | |
| 417 | 1 | |
| 464 | 1 | |
| 493 | 1 | |
| 523 | 1 | |
| 533 | 1 | |
| 534 | 1 | |
| 548 | 1 | |
| 558 | 1 |
| Value | Count | Frequency (%) |
| 1260 | 1 | |
| 1198 | 1 | |
| 1116 | 1 | |
| 1102 | 1 | |
| 1101 | 1 | |
| 1065 | 1 | |
| 878 | 1 | |
| 871 | 1 | |
| 841 | 1 | |
| 837 | 1 |
| Distinct | 43 |
|---|---|
| Distinct (%) | 86.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 262.44 |
| Minimum | 76 |
|---|---|
| Maximum | 390 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 76 |
|---|---|
| 5-th percentile | 145.1 |
| Q1 | 214.75 |
| median | 268.5 |
| Q3 | 311 |
| 95-th percentile | 379 |
| Maximum | 390 |
| Range | 314 |
| Interquartile range (IQR) | 96.25 |
Descriptive statistics
| Standard deviation | 74.84764389 |
|---|---|
| Coefficient of variation (CV) | 0.2851990698 |
| Kurtosis | -0.2586911485 |
| Mean | 262.44 |
| Median Absolute Deviation (MAD) | 43.5 |
| Skewness | -0.2871448467 |
| Sum | 13122 |
| Variance | 5602.169796 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 209 | 3 | 6.0% |
| 379 | 2 | 4.0% |
| 301 | 2 | 4.0% |
| 246 | 2 | 4.0% |
| 277 | 2 | 4.0% |
| 312 | 2 | 4.0% |
| 196 | 1 | 2.0% |
| 328 | 1 | 2.0% |
| 167 | 1 | 2.0% |
| 274 | 1 | 2.0% |
| Other values (33) | 33 |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 108 | 1 | |
| 137 | 1 | |
| 155 | 1 | |
| 160 | 1 | |
| 165 | 1 | |
| 167 | 1 | |
| 169 | 1 | |
| 183 | 1 | |
| 196 | 1 |
| Value | Count | Frequency (%) |
| 390 | 1 | |
| 381 | 1 | |
| 379 | 2 | |
| 376 | 1 | |
| 374 | 1 | |
| 364 | 1 | |
| 350 | 1 | |
| 328 | 1 | |
| 327 | 1 | |
| 316 | 1 |
| Distinct | 33 |
|---|---|
| Distinct (%) | 66.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.66 |
| Minimum | 4 |
|---|---|
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4.9 |
| Q1 | 14.25 |
| median | 27.5 |
| Q3 | 39.5 |
| 95-th percentile | 54.05 |
| Maximum | 81 |
| Range | 77 |
| Interquartile range (IQR) | 25.25 |
Descriptive statistics
| Standard deviation | 16.91227063 |
|---|---|
| Coefficient of variation (CV) | 0.6114342239 |
| Kurtosis | 0.6935601359 |
| Mean | 27.66 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.766996281 |
| Sum | 1383 |
| Variance | 286.024898 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 3 | 6.0% |
| 28 | 3 | 6.0% |
| 18 | 3 | 6.0% |
| 33 | 3 | 6.0% |
| 11 | 2 | 4.0% |
| 8 | 2 | 4.0% |
| 48 | 2 | 4.0% |
| 14 | 2 | 4.0% |
| 43 | 2 | 4.0% |
| 38 | 2 | 4.0% |
| Other values (23) | 26 |
| Value | Count | Frequency (%) |
| 4 | 3 | |
| 6 | 1 | 2.0% |
| 8 | 2 | |
| 9 | 2 | |
| 10 | 1 | 2.0% |
| 11 | 2 | |
| 14 | 2 | |
| 15 | 1 | 2.0% |
| 16 | 1 | 2.0% |
| 17 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 81 | 1 | |
| 64 | 1 | |
| 59 | 1 | |
| 48 | 2 | |
| 46 | 1 | |
| 45 | 1 | |
| 44 | 1 | |
| 43 | 2 | |
| 42 | 2 | |
| 40 | 1 |
VeryActiveMinutes
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 41 |
|---|---|
| Distinct (%) | 82.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.04 |
| Minimum | 0 |
|---|---|
| Maximum | 129 |
| Zeros | 1 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.45 |
| Q1 | 15.75 |
| median | 38 |
| Q3 | 78.5 |
| 95-th percentile | 104 |
| Maximum | 129 |
| Range | 129 |
| Interquartile range (IQR) | 62.75 |
Descriptive statistics
| Standard deviation | 34.37723499 |
|---|---|
| Coefficient of variation (CV) | 0.730808567 |
| Kurtosis | -0.8779098613 |
| Mean | 47.04 |
| Median Absolute Deviation (MAD) | 25.5 |
| Skewness | 0.597597011 |
| Sum | 2352 |
| Variance | 1181.794286 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 4 | 8.0% |
| 13 | 2 | 4.0% |
| 42 | 2 | 4.0% |
| 104 | 2 | 4.0% |
| 25 | 2 | 4.0% |
| 91 | 2 | 4.0% |
| 33 | 2 | 4.0% |
| 6 | 1 | 2.0% |
| 89 | 1 | 2.0% |
| 129 | 1 | 2.0% |
| Other values (31) | 31 |
| Value | Count | Frequency (%) |
| 0 | 1 | 2.0% |
| 6 | 1 | 2.0% |
| 9 | 1 | 2.0% |
| 10 | 1 | 2.0% |
| 11 | 1 | 2.0% |
| 12 | 4 | |
| 13 | 2 | |
| 14 | 1 | 2.0% |
| 15 | 1 | 2.0% |
| 18 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 129 | 1 | |
| 107 | 1 | |
| 104 | 2 | |
| 100 | 1 | |
| 95 | 1 | |
| 94 | 1 | |
| 91 | 2 | |
| 89 | 1 | |
| 83 | 1 | |
| 82 | 1 |
ActivityCalories
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1769.42 |
| Minimum | 859 |
|---|---|
| Maximum | 2939 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 859 |
|---|---|
| 5-th percentile | 1119.3 |
| Q1 | 1370 |
| median | 1714 |
| Q3 | 2099.75 |
| 95-th percentile | 2639.25 |
| Maximum | 2939 |
| Range | 2080 |
| Interquartile range (IQR) | 729.75 |
Descriptive statistics
| Standard deviation | 475.8194689 |
|---|---|
| Coefficient of variation (CV) | 0.268912677 |
| Kurtosis | -0.3315219192 |
| Mean | 1769.42 |
| Median Absolute Deviation (MAD) | 357.5 |
| Skewness | 0.379279716 |
| Sum | 88471 |
| Variance | 226404.1669 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1660 | 1 | 2.0% |
| 1386 | 1 | 2.0% |
| 1548 | 1 | 2.0% |
| 1883 | 1 | 2.0% |
| 2709 | 1 | 2.0% |
| 2184 | 1 | 2.0% |
| 2193 | 1 | 2.0% |
| 2181 | 1 | 2.0% |
| 2025 | 1 | 2.0% |
| 1384 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 859 | 1 | |
| 1029 | 1 | |
| 1059 | 1 | |
| 1193 | 1 | |
| 1198 | 1 | |
| 1242 | 1 | |
| 1281 | 1 | |
| 1294 | 1 | |
| 1302 | 1 | |
| 1308 | 1 |
| Value | Count | Frequency (%) |
| 2939 | 1 | |
| 2761 | 1 | |
| 2709 | 1 | |
| 2554 | 1 | |
| 2384 | 1 | |
| 2322 | 1 | |
| 2217 | 1 | |
| 2193 | 1 | |
| 2184 | 1 | |
| 2181 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 528.0 B |
| Wednesday | |
|---|---|
| Saturday | |
| Sunday | |
| Monday | |
| Tuesday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.18 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Saturday |
|---|---|
| 2nd row | Sunday |
| 3rd row | Monday |
| 4th row | Tuesday |
| 5th row | Wednesday |
Common Values
| Value | Count | Frequency (%) |
| Wednesday | 8 | |
| Saturday | 7 | |
| Sunday | 7 | |
| Monday | 7 | |
| Tuesday | 7 | |
| Thursday | 7 | |
| Friday | 7 |
Length
Pie chart
| Value | Count | Frequency (%) |
| wednesday | 8 | |
| saturday | 7 | |
| sunday | 7 | |
| monday | 7 | |
| tuesday | 7 | |
| thursday | 7 | |
| friday | 7 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
CaloriesBurned_R7DM
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3209.102476 |
| Minimum | 2937.285714 |
|---|---|
| Maximum | 3528.428571 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 2937.285714 |
|---|---|
| 5-th percentile | 2995.864286 |
| Q1 | 3092.842857 |
| median | 3170.928571 |
| Q3 | 3308.678571 |
| 95-th percentile | 3492.435714 |
| Maximum | 3528.428571 |
| Range | 591.1428571 |
| Interquartile range (IQR) | 215.8357143 |
Descriptive statistics
| Standard deviation | 158.4385331 |
|---|---|
| Coefficient of variation (CV) | 0.04937160288 |
| Kurtosis | -0.7620396478 |
| Mean | 3209.102476 |
| Median Absolute Deviation (MAD) | 90.21428571 |
| Skewness | 0.4952398401 |
| Sum | 160455.1238 |
| Variance | 25102.76876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3068 | 1 | 2.0% |
| 3218.428571 | 1 | 2.0% |
| 2977.285714 | 1 | 2.0% |
| 3080.571429 | 1 | 2.0% |
| 3261 | 1 | 2.0% |
| 3288.428571 | 1 | 2.0% |
| 3407.428571 | 1 | 2.0% |
| 3469.571429 | 1 | 2.0% |
| 3528.428571 | 1 | 2.0% |
| 3511.142857 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 2937.285714 | 1 | |
| 2971.285714 | 1 | |
| 2977.285714 | 1 | |
| 3018.571429 | 1 | |
| 3023.5 | 1 | |
| 3026.714286 | 1 | |
| 3068 | 1 | |
| 3078 | 1 | |
| 3080.571429 | 1 | |
| 3082 | 1 |
| Value | Count | Frequency (%) |
| 3528.428571 | 1 | |
| 3523.857143 | 1 | |
| 3511.142857 | 1 | |
| 3469.571429 | 1 | |
| 3452.857143 | 1 | |
| 3440.571429 | 1 | |
| 3430.571429 | 1 | |
| 3419.857143 | 1 | |
| 3411.714286 | 1 | |
| 3407.428571 | 1 |
Steps_R7DM
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13570.39381 |
| Minimum | 9944 |
|---|---|
| Maximum | 16938 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 9944 |
|---|---|
| 5-th percentile | 11002.275 |
| Q1 | 12696.82143 |
| median | 13769.21429 |
| Q3 | 14733.96429 |
| 95-th percentile | 15642.2 |
| Maximum | 16938 |
| Range | 6994 |
| Interquartile range (IQR) | 2037.142857 |
Descriptive statistics
| Standard deviation | 1553.343161 |
|---|---|
| Coefficient of variation (CV) | 0.114465592 |
| Kurtosis | -0.3260775531 |
| Mean | 13570.39381 |
| Median Absolute Deviation (MAD) | 1017.428571 |
| Skewness | -0.3555418373 |
| Sum | 678519.6905 |
| Variance | 2412874.977 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9944 | 1 | 2.0% |
| 13920.28571 | 1 | 2.0% |
| 11985.85714 | 1 | 2.0% |
| 12786.28571 | 1 | 2.0% |
| 13854.42857 | 1 | 2.0% |
| 13081.28571 | 1 | 2.0% |
| 14090.28571 | 1 | 2.0% |
| 14304.42857 | 1 | 2.0% |
| 15547.28571 | 1 | 2.0% |
| 15242.57143 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 9944 | 1 | |
| 10434.5 | 1 | |
| 10846.5 | 1 | |
| 11192.66667 | 1 | |
| 11258.42857 | 1 | |
| 11264 | 1 | |
| 11394.71429 | 1 | |
| 11713.85714 | 1 | |
| 11860.16667 | 1 | |
| 11985.85714 | 1 |
| Value | Count | Frequency (%) |
| 16938 | 1 | |
| 15946 | 1 | |
| 15719.85714 | 1 | |
| 15547.28571 | 1 | |
| 15521.71429 | 1 | |
| 15245.71429 | 1 | |
| 15242.57143 | 1 | |
| 15126.28571 | 1 | |
| 15034.42857 | 1 | |
| 14986.85714 | 1 |
Distance_R7DM
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.01852238 |
| Minimum | 7.25 |
|---|---|
| Maximum | 12.46142857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 7.25 |
|---|---|
| 5-th percentile | 8.035375 |
| Q1 | 9.401071429 |
| median | 10.17071429 |
| Q3 | 10.87392857 |
| 95-th percentile | 11.58521429 |
| Maximum | 12.46142857 |
| Range | 5.211428571 |
| Interquartile range (IQR) | 1.472857143 |
Descriptive statistics
| Standard deviation | 1.16794259 |
|---|---|
| Coefficient of variation (CV) | 0.1165783281 |
| Kurtosis | -0.3094349277 |
| Mean | 10.01852238 |
| Median Absolute Deviation (MAD) | 0.755 |
| Skewness | -0.4211387988 |
| Sum | 500.926119 |
| Variance | 1.364089893 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.25 | 1 | 2.0% |
| 10.26285714 | 1 | 2.0% |
| 8.875714286 | 1 | 2.0% |
| 9.502857143 | 1 | 2.0% |
| 10.29857143 | 1 | 2.0% |
| 9.78 | 1 | 2.0% |
| 10.53142857 | 1 | 2.0% |
| 10.69 | 1 | 2.0% |
| 11.6 | 1 | 2.0% |
| 11.32142857 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 7.25 | 1 | |
| 7.63 | 1 | |
| 7.9225 | 1 | |
| 8.173333333 | 1 | |
| 8.226 | 1 | |
| 8.358571429 | 1 | |
| 8.432857143 | 1 | |
| 8.574285714 | 1 | |
| 8.66 | 1 | |
| 8.82 | 1 |
| Value | Count | Frequency (%) |
| 12.46142857 | 1 | |
| 11.75714286 | 1 | |
| 11.6 | 1 | |
| 11.56714286 | 1 | |
| 11.51714286 | 1 | |
| 11.32142857 | 1 | |
| 11.21428571 | 1 | |
| 11.11285714 | 1 | |
| 11.03142857 | 1 | |
| 11.02428571 | 1 |
| Distinct | 36 |
|---|---|
| Distinct (%) | 72.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.61890476 |
| Minimum | 15.42857143 |
|---|---|
| Maximum | 25.57142857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 15.42857143 |
|---|---|
| 5-th percentile | 15.84285714 |
| Q1 | 17.44642857 |
| median | 19.57142857 |
| Q3 | 20.71428571 |
| 95-th percentile | 23.66428571 |
| Maximum | 25.57142857 |
| Range | 10.14285714 |
| Interquartile range (IQR) | 3.267857143 |
Descriptive statistics
| Standard deviation | 2.602890991 |
|---|---|
| Coefficient of variation (CV) | 0.1326725943 |
| Kurtosis | -0.5691613975 |
| Mean | 19.61890476 |
| Median Absolute Deviation (MAD) | 1.892857143 |
| Skewness | 0.3333491354 |
| Sum | 980.9452381 |
| Variance | 6.775041513 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 5 | 10.0% |
| 18.85714286 | 3 | 6.0% |
| 19.57142857 | 3 | 6.0% |
| 23.14285714 | 3 | 6.0% |
| 20.42857143 | 2 | 4.0% |
| 20.71428571 | 2 | 4.0% |
| 19 | 2 | 4.0% |
| 16.42857143 | 2 | 4.0% |
| 17 | 1 | 2.0% |
| 17.85714286 | 1 | 2.0% |
| Other values (26) | 26 |
| Value | Count | Frequency (%) |
| 15.42857143 | 1 | |
| 15.57142857 | 1 | |
| 15.71428571 | 1 | |
| 16 | 1 | |
| 16.14285714 | 1 | |
| 16.42857143 | 2 | |
| 16.6 | 1 | |
| 16.66666667 | 1 | |
| 16.75 | 1 | |
| 17 | 1 |
| Value | Count | Frequency (%) |
| 25.57142857 | 1 | 2.0% |
| 25 | 1 | 2.0% |
| 23.85714286 | 1 | 2.0% |
| 23.42857143 | 1 | 2.0% |
| 23.28571429 | 1 | 2.0% |
| 23.14285714 | 3 | |
| 23 | 1 | 2.0% |
| 22.42857143 | 1 | 2.0% |
| 22.28571429 | 1 | 2.0% |
| 21.28571429 | 1 | 2.0% |
SedentaryMinutes_R7DM
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 693.0114286 |
| Minimum | 464 |
|---|---|
| Maximum | 897.7142857 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 464 |
|---|---|
| 5-th percentile | 547.2833333 |
| Q1 | 615.9285714 |
| median | 698.5 |
| Q3 | 743.75 |
| 95-th percentile | 867.7 |
| Maximum | 897.7142857 |
| Range | 433.7142857 |
| Interquartile range (IQR) | 127.8214286 |
Descriptive statistics
| Standard deviation | 97.42001151 |
|---|---|
| Coefficient of variation (CV) | 0.1405748989 |
| Kurtosis | -0.1746731263 |
| Mean | 693.0114286 |
| Median Absolute Deviation (MAD) | 74.35714286 |
| Skewness | 0.1490914594 |
| Sum | 34650.57143 |
| Variance | 9490.658643 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 464 | 1 | 2.0% |
| 813.7142857 | 1 | 2.0% |
| 696.2857143 | 1 | 2.0% |
| 679.2857143 | 1 | 2.0% |
| 624.2857143 | 1 | 2.0% |
| 627.8571429 | 1 | 2.0% |
| 660.8571429 | 1 | 2.0% |
| 722.7142857 | 1 | 2.0% |
| 734.8571429 | 1 | 2.0% |
| 744.5714286 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 464 | 1 | |
| 520.5 | 1 | |
| 521.3333333 | 1 | |
| 579 | 1 | |
| 591.4285714 | 1 | |
| 596.7142857 | 1 | |
| 597.8571429 | 1 | |
| 601.1666667 | 1 | |
| 606.7142857 | 1 | |
| 607.5714286 | 1 |
| Value | Count | Frequency (%) |
| 897.7142857 | 1 | |
| 889.2857143 | 1 | |
| 885.5714286 | 1 | |
| 845.8571429 | 1 | |
| 830.1428571 | 1 | |
| 817 | 1 | |
| 814.4285714 | 1 | |
| 813.7142857 | 1 | |
| 798.4285714 | 1 | |
| 783.1428571 | 1 |
LightlyActiveMinutes_R7DM
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 48 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 266.914 |
| Minimum | 218.2857143 |
|---|---|
| Maximum | 379 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 218.2857143 |
|---|---|
| 5-th percentile | 228.2857143 |
| Q1 | 242.1785714 |
| median | 255.7857143 |
| Q3 | 292.3928571 |
| 95-th percentile | 327.4 |
| Maximum | 379 |
| Range | 160.7142857 |
| Interquartile range (IQR) | 50.21428571 |
Descriptive statistics
| Standard deviation | 34.66775574 |
|---|---|
| Coefficient of variation (CV) | 0.129883617 |
| Kurtosis | 1.255551545 |
| Mean | 266.914 |
| Median Absolute Deviation (MAD) | 20.21428571 |
| Skewness | 1.091438728 |
| Sum | 13345.7 |
| Variance | 1201.853288 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 274.4285714 | 2 | 4.0% |
| 228.2857143 | 2 | 4.0% |
| 379 | 1 | 2.0% |
| 218.2857143 | 1 | 2.0% |
| 232.7142857 | 1 | 2.0% |
| 242.2857143 | 1 | 2.0% |
| 255.4285714 | 1 | 2.0% |
| 249.4285714 | 1 | 2.0% |
| 243.4285714 | 1 | 2.0% |
| 251.2857143 | 1 | 2.0% |
| Other values (38) | 38 |
| Value | Count | Frequency (%) |
| 218.2857143 | 1 | |
| 222.7142857 | 1 | |
| 228.2857143 | 2 | |
| 230.4285714 | 1 | |
| 230.8571429 | 1 | |
| 232.7142857 | 1 | |
| 235.2857143 | 1 | |
| 235.8571429 | 1 | |
| 237.7142857 | 1 | |
| 238.2857143 | 1 |
| Value | Count | Frequency (%) |
| 379 | 1 | |
| 353.6666667 | 1 | |
| 335.5 | 1 | |
| 317.5 | 1 | |
| 304.8571429 | 1 | |
| 303.2 | 1 | |
| 300.2857143 | 1 | |
| 299.5714286 | 1 | |
| 299 | 1 | |
| 296.8571429 | 1 |
FairlyActiveMinutes_R7DM
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 45 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.63961905 |
| Minimum | 4 |
|---|---|
| Maximum | 41.28571429 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 16.85833333 |
| Q1 | 22.60714286 |
| median | 25.78571429 |
| Q3 | 30.67857143 |
| 95-th percentile | 38.83571429 |
| Maximum | 41.28571429 |
| Range | 37.28571429 |
| Interquartile range (IQR) | 8.071428571 |
Descriptive statistics
| Standard deviation | 7.409187441 |
|---|---|
| Coefficient of variation (CV) | 0.2781266289 |
| Kurtosis | 0.8726061356 |
| Mean | 26.63961905 |
| Median Absolute Deviation (MAD) | 4.214285714 |
| Skewness | -0.2593363127 |
| Sum | 1331.980952 |
| Variance | 54.89605853 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.57142857 | 2 | 4.0% |
| 29.71428571 | 2 | 4.0% |
| 23.71428571 | 2 | 4.0% |
| 26.71428571 | 2 | 4.0% |
| 34.42857143 | 2 | 4.0% |
| 30 | 1 | 2.0% |
| 38.28571429 | 1 | 2.0% |
| 28.57142857 | 1 | 2.0% |
| 36.71428571 | 1 | 2.0% |
| 34 | 1 | 2.0% |
| Other values (35) | 35 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 10.5 | 1 | |
| 16.33333333 | 1 | |
| 17.5 | 1 | |
| 19.6 | 1 | |
| 19.85714286 | 1 | |
| 20.85714286 | 1 | |
| 21.14285714 | 1 | |
| 21.28571429 | 1 | |
| 21.42857143 | 1 |
| Value | Count | Frequency (%) |
| 41.28571429 | 1 | |
| 39.85714286 | 1 | |
| 39.28571429 | 1 | |
| 38.28571429 | 1 | |
| 37.71428571 | 1 | |
| 36.71428571 | 1 | |
| 36.14285714 | 1 | |
| 35.42857143 | 1 | |
| 34.42857143 | 2 | |
| 34 | 1 |
VeryActiveMinutes_R7DM
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 48 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.48104762 |
| Minimum | 6 |
|---|---|
| Maximum | 77.85714286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 15.26666667 |
| Q1 | 35.17857143 |
| median | 44.92857143 |
| Q3 | 58.28571429 |
| 95-th percentile | 72.05 |
| Maximum | 77.85714286 |
| Range | 71.85714286 |
| Interquartile range (IQR) | 23.10714286 |
Descriptive statistics
| Standard deviation | 17.00037714 |
|---|---|
| Coefficient of variation (CV) | 0.3737903595 |
| Kurtosis | -0.304070077 |
| Mean | 45.48104762 |
| Median Absolute Deviation (MAD) | 11.92857143 |
| Skewness | -0.2515609116 |
| Sum | 2274.052381 |
| Variance | 289.0128229 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59.14285714 | 2 | 4.0% |
| 37.42857143 | 2 | 4.0% |
| 6 | 1 | 2.0% |
| 61.14285714 | 1 | 2.0% |
| 38.57142857 | 1 | 2.0% |
| 55.14285714 | 1 | 2.0% |
| 50.71428571 | 1 | 2.0% |
| 64.42857143 | 1 | 2.0% |
| 73.14285714 | 1 | 2.0% |
| 77.85714286 | 1 | 2.0% |
| Other values (38) | 38 |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 14 | 1 | |
| 14.66666667 | 1 | |
| 16 | 1 | |
| 18.6 | 1 | |
| 21.42857143 | 1 | |
| 23.5 | 1 | |
| 26.28571429 | 1 | |
| 30.28571429 | 1 | |
| 31.28571429 | 1 |
| Value | Count | Frequency (%) |
| 77.85714286 | 1 | |
| 77.57142857 | 1 | |
| 73.14285714 | 1 | |
| 70.71428571 | 1 | |
| 68.42857143 | 1 | |
| 65 | 1 | |
| 64.42857143 | 1 | |
| 61.14285714 | 1 | |
| 60 | 1 | |
| 59.14285714 | 2 |
ActivityCalories_R7DM
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1761.10281 |
| Minimum | 1458.857143 |
|---|---|
| Maximum | 2141.571429 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 528.0 B |
Quantile statistics
| Minimum | 1458.857143 |
|---|---|
| 5-th percentile | 1502.621429 |
| Q1 | 1635.192857 |
| median | 1721.071429 |
| Q3 | 1863.535714 |
| 95-th percentile | 2066.678571 |
| Maximum | 2141.571429 |
| Range | 682.7142857 |
| Interquartile range (IQR) | 228.3428571 |
Descriptive statistics
| Standard deviation | 181.449997 |
|---|---|
| Coefficient of variation (CV) | 0.1030320297 |
| Kurtosis | -0.7755374802 |
| Mean | 1761.10281 |
| Median Absolute Deviation (MAD) | 117.7142857 |
| Skewness | 0.460767335 |
| Sum | 88055.14048 |
| Variance | 32924.10141 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1660 | 1 | 2.0% |
| 1723.285714 | 1 | 2.0% |
| 1472.571429 | 1 | 2.0% |
| 1590.285714 | 1 | 2.0% |
| 1806.857143 | 1 | 2.0% |
| 1846.714286 | 1 | 2.0% |
| 1974 | 1 | 2.0% |
| 2037.285714 | 1 | 2.0% |
| 2103.285714 | 1 | 2.0% |
| 2079.857143 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 1458.857143 | 1 | |
| 1472.571429 | 1 | |
| 1483.142857 | 1 | |
| 1526.428571 | 1 | |
| 1537.428571 | 1 | |
| 1582 | 1 | |
| 1590.285714 | 1 | |
| 1600.857143 | 1 | |
| 1601.857143 | 1 | |
| 1619.714286 | 1 |
| Value | Count | Frequency (%) |
| 2141.571429 | 1 | |
| 2103.285714 | 1 | |
| 2079.857143 | 1 | |
| 2050.571429 | 1 | |
| 2044.285714 | 1 | |
| 2037.285714 | 1 | |
| 2020.142857 | 1 | |
| 2020 | 1 | |
| 1995.714286 | 1 | |
| 1974 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | Date | CaloriesBurned | Steps | Distance | Floors | SedentaryMinutes | LightlyActiveMinutes | FairlyActiveMinutes | VeryActiveMinutes | ActivityCalories | Day | CaloriesBurned_R7DM | Steps_R7DM | Distance_R7DM | Floors_R7DM | SedentaryMinutes_R7DM | LightlyActiveMinutes_R7DM | FairlyActiveMinutes_R7DM | VeryActiveMinutes_R7DM | ActivityCalories_R7DM | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 2022-10-01 | 3068 | 9944 | 7.25 | 19 | 464 | 379 | 4 | 6 | 1660 | Saturday | 3068.000000 | 9944.000000 | 7.250000 | 19.000000 | 464.000000 | 379.000000 | 4.000000 | 6.000000 | 1660.000000 |
| 1 | 1 | 2022-10-02 | 2979 | 10925 | 8.01 | 19 | 577 | 292 | 17 | 26 | 1504 | Sunday | 3023.500000 | 10434.500000 | 7.630000 | 19.000000 | 520.500000 | 335.500000 | 10.500000 | 16.000000 | 1582.000000 |
| 2 | 2 | 2022-10-03 | 3496 | 12709 | 9.26 | 12 | 523 | 390 | 28 | 12 | 2143 | Monday | 3181.000000 | 11192.666667 | 8.173333 | 16.666667 | 521.333333 | 353.666667 | 16.333333 | 14.666667 | 1769.000000 |
| 3 | 3 | 2022-10-04 | 2769 | 9808 | 7.17 | 17 | 752 | 209 | 21 | 12 | 1242 | Tuesday | 3078.000000 | 10846.500000 | 7.922500 | 16.750000 | 579.000000 | 317.500000 | 17.500000 | 14.000000 | 1637.250000 |
| 4 | 4 | 2022-10-05 | 3146 | 12934 | 9.44 | 16 | 729 | 246 | 28 | 37 | 1632 | Wednesday | 3091.600000 | 11264.000000 | 8.226000 | 16.600000 | 609.000000 | 303.200000 | 19.600000 | 18.600000 | 1636.200000 |
| 5 | 11 | 2022-10-12 | 3359 | 14841 | 10.83 | 22 | 562 | 265 | 42 | 48 | 1934 | Wednesday | 3136.166667 | 11860.166667 | 8.660000 | 17.500000 | 601.166667 | 296.833333 | 23.333333 | 23.500000 | 1685.833333 |
| 6 | 12 | 2022-10-13 | 2885 | 10836 | 8.06 | 10 | 646 | 273 | 9 | 9 | 1357 | Thursday | 3100.285714 | 11713.857143 | 8.574286 | 16.428571 | 607.571429 | 293.428571 | 21.285714 | 21.428571 | 1638.857143 |
| 7 | 13 | 2022-10-14 | 3159 | 12300 | 8.97 | 17 | 1116 | 246 | 38 | 40 | 1690 | Friday | 3113.285714 | 12050.428571 | 8.820000 | 16.142857 | 700.714286 | 274.428571 | 26.142857 | 26.285714 | 1643.142857 |
| 8 | 14 | 2022-10-15 | 3615 | 24424 | 17.92 | 47 | 597 | 291 | 45 | 104 | 2322 | Saturday | 3204.142857 | 13978.857143 | 10.235714 | 20.142857 | 703.571429 | 274.285714 | 30.142857 | 37.428571 | 1760.000000 |
| 9 | 15 | 2022-10-16 | 2641 | 6239 | 4.73 | 8 | 787 | 169 | 11 | 25 | 1029 | Sunday | 3082.000000 | 13054.571429 | 9.588571 | 19.571429 | 741.285714 | 242.714286 | 27.714286 | 39.285714 | 1600.857143 |
Last rows
| df_index | Date | CaloriesBurned | Steps | Distance | Floors | SedentaryMinutes | LightlyActiveMinutes | FairlyActiveMinutes | VeryActiveMinutes | ActivityCalories | Day | CaloriesBurned_R7DM | Steps_R7DM | Distance_R7DM | Floors_R7DM | SedentaryMinutes_R7DM | LightlyActiveMinutes_R7DM | FairlyActiveMinutes_R7DM | VeryActiveMinutes_R7DM | ActivityCalories_R7DM | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 46 | 2022-11-16 | 2872 | 8421 | 6.19 | 4 | 814 | 76 | 33 | 80 | 1324 | Wednesday | 3123.142857 | 12667.000000 | 9.367143 | 20.000000 | 677.142857 | 230.857143 | 23.428571 | 50.571429 | 1634.857143 |
| 41 | 47 | 2022-11-17 | 3408 | 16555 | 12.39 | 21 | 625 | 304 | 33 | 59 | 2004 | Thursday | 3187.714286 | 13523.000000 | 10.035714 | 17.000000 | 661.857143 | 238.285714 | 25.428571 | 57.285714 | 1723.428571 |
| 42 | 48 | 2022-11-18 | 4174 | 22524 | 16.63 | 23 | 389 | 364 | 81 | 91 | 2939 | Friday | 3375.428571 | 15521.714286 | 11.517143 | 17.857143 | 597.857143 | 257.000000 | 35.428571 | 68.428571 | 1958.428571 |
| 43 | 49 | 2022-11-19 | 2831 | 8930 | 6.56 | 10 | 841 | 277 | 4 | 12 | 1308 | Saturday | 3335.285714 | 14506.000000 | 10.774286 | 17.285714 | 613.714286 | 274.428571 | 30.000000 | 57.428571 | 1916.714286 |
| 44 | 50 | 2022-11-20 | 3422 | 14467 | 10.61 | 10 | 404 | 381 | 14 | 50 | 2109 | Sunday | 3411.714286 | 14800.428571 | 10.984286 | 17.428571 | 591.428571 | 299.000000 | 29.714286 | 58.571429 | 2020.000000 |
| 45 | 51 | 2022-11-21 | 3877 | 17735 | 12.93 | 21 | 677 | 277 | 48 | 95 | 2554 | Monday | 3430.571429 | 14617.285714 | 10.791429 | 16.428571 | 612.000000 | 294.000000 | 34.428571 | 59.142857 | 2044.285714 |
| 46 | 52 | 2022-11-22 | 3355 | 13530 | 10.13 | 20 | 608 | 281 | 44 | 33 | 1903 | Tuesday | 3419.857143 | 14594.571429 | 10.777143 | 15.571429 | 622.571429 | 280.000000 | 36.714286 | 60.000000 | 2020.142857 |
| 47 | 53 | 2022-11-23 | 3600 | 17881 | 13.05 | 40 | 633 | 250 | 40 | 74 | 2174 | Wednesday | 3523.857143 | 15946.000000 | 11.757143 | 20.714286 | 596.714286 | 304.857143 | 37.714286 | 59.142857 | 2141.571429 |
| 48 | 54 | 2022-11-24 | 2911 | 10817 | 7.88 | 16 | 695 | 272 | 10 | 10 | 1367 | Thursday | 3452.857143 | 15126.285714 | 11.112857 | 20.000000 | 606.714286 | 300.285714 | 34.428571 | 52.142857 | 2050.571429 |
| 49 | 55 | 2022-11-25 | 3083 | 11177 | 8.16 | 17 | 665 | 253 | 27 | 23 | 1545 | Friday | 3297.000000 | 13505.285714 | 9.902857 | 19.142857 | 646.142857 | 284.428571 | 26.714286 | 42.428571 | 1851.428571 |